docstr: Tests if function_defs in remote contexts could be transformed.
docstr_tok: ["Tests","if","function_defs","in","remote","contexts","could","be","transformed","."]
code: def test_transform_function_in_remote_contexts(self):
      """Tests if function_defs in remote contexts could be transformed."""
  
      @def_function.function
      def add(x, y):
          return math_ops.add(x, y, name="x_plus_y")
  
      inputs = [1.0, 2.0]
  
      with ops.device(self.device0):
          result = add(*inputs)
  
      self.assertAllEqual(result, 3.0)
      self.assertEqual(result.device, self.device0)
  
      with ops.device(self.device1):
          result = add(*inputs)
  
      self.assertAllEqual(result, 3.0)
      self.assertEqual(result.device, self.device1)
  
      cf = add.get_concrete_function(*inputs)
      function_name = cf.function_def.signature.name
  
      ctx = runtime_client.GlobalPythonEagerContext()
      rt = runtime_client.Runtime(ctx)
      # "test-pass" converts add to multiply.
      rt.TransformFunction(function_name, "test-pass")
      fndef = rt.GetFunctionProto(function_name)
      rt.CreateFunction(fndef)
  
      with ops.device(self.device0):
          result = add(*inputs)
  
      self.assertAllEqual(result, 2.0)
      self.assertEqual(result.device, self.device0)
  
      with ops.device(self.device1):
          result = add(*inputs)
  
      self.assertAllEqual(result, 2.0)
      self.assertEqual(result.device, self.device1)
  
imports: from google.protobuf import text_format
  from tensorflow.core.framework import function_pb2
  from tensorflow.core.function.runtime_client import runtime_client
  from tensorflow.core.function.testing import test_pass
  from tensorflow.python import tf2
  from tensorflow.python.eager import context
  from tensorflow.python.eager import def_function
  from tensorflow.python.eager import execute
  from tensorflow.python.eager import remote
  from tensorflow.python.framework import constant_op
  from tensorflow.python.framework import ops
  from tensorflow.python.framework import test_util
  from tensorflow.python.ops import math_ops
  from tensorflow.python.platform import test
label_desc: Use image node_id 3 for calling the RuntimeClientMultiWorkersTest obj's underlying member method code with example usage: obj.test_transform_function_in_remote_contexts() and returns: math_ops